{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Density of States\n",
    "## Introduction\n",
    "In this example, we calculate the phonon (vibrational) density of states (DOS) of graphene at 300 K and zero pressure. The method is based on the velocity auto-correlation (VAC) function. The DOS is calculated as the Fourier transform of the VAC [[Dickey 1969]](https://doi.org/10.1103/PhysRev.188.1407)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Importing Relevant Functions\n",
    "The inputs/outputs for GPUMD are processed using the [Atomic Simulation Environment (ASE)](https://wiki.fysik.dtu.dk/ase/)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pylab import *\n",
    "from ase.build import graphene_nanoribbon\n",
    "from ase.io import write"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Preparing the Inputs\n",
    "We use a sheet of graphene consisting of 8640 carbon atoms and use a Tersoff potential [[Tersoff 1989]](https://doi.org/10.1103/PhysRevB.39.5566) parameterized by Lindsay *et al.* [[Lindsay 2010]](https://journals.aps.org/prb/abstract/10.1103/PhysRevB.81.205441).\n",
    "\n",
    "### Generate the [model.xyz](https://gpumd.org/gpumd/input_files/model_xyz.html) file:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Atoms(symbols='C8640', pbc=[True, True, False], cell=[149.64918977395098, 155.52, 3.35])"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "gnr = graphene_nanoribbon(60, 36, type='armchair', sheet=True, vacuum=3.35/2, C_C=1.44)\n",
    "gnr.euler_rotate(theta=90)\n",
    "l = gnr.cell.lengths()\n",
    "gnr.cell = gnr.cell.new((l[0], l[2], l[1]))\n",
    "l = l[2]\n",
    "gnr.center()\n",
    "gnr.pbc = [True, True, False]\n",
    "gnr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "write(\"model.xyz\", gnr)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The first few lines of the [model.xyz](https://gpumd.org/gpumd/input_files/model_xyz.html) file are:\n",
    "```\n",
    "8640\n",
    "Lattice=\"149.64918977395098 0.0 0.0 0.0 155.52 0.0 0.0 0.0 3.35\" Properties=species:S:1:pos:R:3 pbc=\"T T F\"\n",
    "C      147.77857490       0.72000000       1.67500000\n",
    "C      149.02565148       1.44000000       1.67500000\n",
    "C      149.02565148       2.88000000       1.67500000\n",
    "C      147.77857490       3.60000000       1.67500000\n",
    "```\n",
    "\n",
    "Explanation for the first line:\n",
    "\n",
    "  - The first number states that the number of particles is 8640.\n",
    "\n",
    "- Explanation for the second line:\n",
    "\n",
    "   - This line consists of a number of `keyword=value` pairs separated by spaces. Spaces before and after `=` are allowed. All the characters are case-insensitive.\n",
    "   - `lattice=\"ax ay az bx by bz cx cy cz\"` gives the box vectors.\n",
    "   - properties=property_name:data_type:number_of_columns`. We only read the following items:\n",
    "        - `species:S:1` atom type (Mandatory)\n",
    "        - `pos:R:3` position vector (Mandatory)\n",
    "        - `mass:R:1` mass (Optional: default mass values will be used when this is missing), not included here.\n",
    "        - `vel:R:3` velocity vector (Optional), not included here.\n",
    "        - `group:I:number_of_grouping_methods` grouping methods (Optional), not included here."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### The `run.in` file:\n",
    "The [run.in input file](https://gpumd.org/gpumd/input_files/run_in.html) is given below:<br>\n",
    "```\n",
    "potential   ../../../potentials/tersoff/Graphene_Lindsay_2010_modified.txt\n",
    "velocity    300\n",
    "\n",
    "ensemble    npt_ber 300 300 100 0 0 0 53.4059 53.4059 53.4059 2000 \n",
    "time_step   1     \n",
    "dump_thermo 100     \n",
    "run         200000\n",
    "\n",
    "ensemble    nve \n",
    "compute_dos 5 200 400.0\n",
    "run         200000 \n",
    "```\n",
    "The first line uses the [potential](https://gpumd.org/gpumd/input_parameters/potential.html) keyword to define the potential to be used, which is specified in the file [Graphene_Lindsay_2010_modified.txt](https://github.com/brucefan1983/GPUMD/blob/master/potentials/tersoff/Graphene_Lindsay_2010_modified.txt).\n",
    "\n",
    "The second line uses the [velocity](https://gpumd.org/gpumd/input_parameters/velocity.html) keyword and sets the velocities to be initialized with a temperature of 300 K. \n",
    "\n",
    "There are two runs:\n",
    "\n",
    " - The first [run](https://gpumd.org/gpumd/input_parameters/run.html) serves as the equilibration stage, where the NPT [ensemble](https://gpumd.org/gpumd/input_parameters/ensemble.html) (the Berendsen method) is used. The temperature is 300 K and the pressures are zero in all the directions. The coupling constants are 100 and 2000 time steps for the thermostat and the barostat (The elastic constant, or inverse compressibility parameter needed in the barostat is estimated to be 53.4059 GPa; this only needs to be correct up to the order of magnitude.), respectively. The [time_step](https://gpumd.org/gpumd/input_parameters/time_step.html) for integration is 1 fs. There are $2\\times 10^5$ steps (200 ps) for this [run](https://gpumd.org/gpumd/input_parameters/run.html) and the thermodynamic quantities will be output every 1000 steps. \n",
    " - The second [run](https://gpumd.org/gpumd/input_parameters/run.html) serves as the production [run](https://gpumd.org/gpumd/input_parameters/run.html), where the NVE [ensemble](https://gpumd.org/gpumd/input_parameters/ensemble.html) is used. The line with [compute_dos](https://gpumd.org/gpumd/input_parameters/compute_dos.html) means that velocities will be recorded every 5 steps (5 fs) and 200 VAC data (the maximum correlation time is then about 1 ps) will be calculated. The last parameter in this line is the maximum angular frequency considered, $\\omega_{\\rm max} = 2\\pi\\nu_{\\rm max} =400$ THz, which is large enough for graphene. The production [run](https://gpumd.org/gpumd/input_parameters/run.html) lasts 200 ps."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Results and Discussion\n",
    "### Computation Time\n",
    "Using a GeForce RTX 2080 Ti GPU, the NEMD simulation takes about 1.5 minutes.\n",
    "The speed of this simulation is about $3.3\\times 10^7$ atom x step / second."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Figure Properties"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "aw = 2\n",
    "fs = 16\n",
    "font = {'size'   : fs}\n",
    "matplotlib.rc('font', **font)\n",
    "matplotlib.rc('axes' , linewidth=aw)\n",
    "\n",
    "def set_fig_properties(ax_list):\n",
    "    tl = 8\n",
    "    tw = 2\n",
    "    tlm = 4\n",
    "    \n",
    "    for ax in ax_list:\n",
    "        ax.tick_params(which='major', length=tl, width=tw)\n",
    "        ax.tick_params(which='minor', length=tlm, width=tw)\n",
    "        ax.tick_params(which='both', axis='both', direction='in', right=True, top=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Plot DOS and VAC\n",
    "The [dos.out](https://gpumd.org/gpumd/output_files/dos_out.html) and [mvac.out](https://gpumd.org/gpumd/output_files/mvac_out.html) output files are loaded and processed to create the following figure.\n",
    "\n",
    "We transform the angular frequency $\\omega$ to regular frequency $\\nu$ using $\\nu$ = $\\frac{\\omega}{2\\pi}$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "DOS: ['omega', 'DOSx', 'DOSy', 'DOSz', 'DOSxyz', 'nu']\n",
      "VAC: ['t', 'VACx', 'VACy', 'VACz', 'VACxyz']\n"
     ]
    }
   ],
   "source": [
    "dos_array = np.loadtxt(\"dos.out\")\n",
    "dos = {}\n",
    "dos[\"omega\"], dos['DOSx'], dos['DOSy'], dos['DOSz'] = dos_array[:,0], dos_array[:,1], dos_array[:,2], dos_array[:,3] \n",
    "dos['DOSxyz'] = dos['DOSx']+dos['DOSy']+dos['DOSz']\n",
    "dos[\"nu\"] = dos[\"omega\"] / (2 * np.pi)\n",
    "\n",
    "vac_array = np.loadtxt(\"mvac.out\")\n",
    "vac = {}\n",
    "vac[\"t\"], vac['VACx'], vac['VACy'], vac['VACz'] = vac_array[:,0], vac_array[:,1], vac_array[:,2], vac_array[:,3] \n",
    "vac['VACxyz'] = vac['VACx']+vac['VACy']+vac['VACz']\n",
    "vac['VACxyz'] /= vac['VACxyz'].max()\n",
    "\n",
    "print('DOS:', list(dos.keys()))\n",
    "print('VAC:', list(vac.keys()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x1000 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "figure(figsize=(12,10))\n",
    "subplot(2,2,1)\n",
    "set_fig_properties([gca()])\n",
    "plot(vac['t'], vac['VACx']/vac['VACx'].max(), color='C3',linewidth=3)\n",
    "plot(vac['t'], vac['VACy']/vac['VACy'].max(), color='C0', linestyle='--',linewidth=3)\n",
    "plot(vac['t'], vac['VACz']/vac['VACz'].max(), color='C2', linestyle='-.',zorder=100,linewidth=3)\n",
    "xlim([0,1])\n",
    "gca().set_xticks([0,0.5,1])\n",
    "ylim([-0.5, 1])\n",
    "gca().set_yticks([-0.5,0,0.5,1])\n",
    "ylabel('VAC (Normalized)')\n",
    "xlabel('Correlation Time (ps)')\n",
    "legend(['x','y', 'z'])\n",
    "title('(a)')\n",
    "\n",
    "subplot(2,2,2)\n",
    "set_fig_properties([gca()])\n",
    "plot(dos['nu'], dos['DOSx'], color='C3',linewidth=3)\n",
    "plot(dos['nu'], dos['DOSy'], color='C0', linestyle='--',linewidth=3)\n",
    "plot(dos['nu'], dos['DOSz'], color='C2', linestyle='-.',zorder=100, linewidth=3)\n",
    "xlim([0, 60])\n",
    "gca().set_xticks(range(0,61,20))\n",
    "ylim([0, 1500])\n",
    "gca().set_yticks(np.arange(0,1501,500))\n",
    "ylabel('PDOS (1/THz)')\n",
    "xlabel(r'$\\nu$ (THz)')\n",
    "legend(['x','y', 'z'])\n",
    "title('(b)')\n",
    "\n",
    "subplot(2,2,3)\n",
    "set_fig_properties([gca()])\n",
    "plot(vac['t'], vac['VACxyz'], color='k',linewidth=3)\n",
    "xlim([0,1])\n",
    "gca().set_xticks([0,0.5,1])\n",
    "ylim([-0.5, 1])\n",
    "gca().set_yticks([-0.5,0,0.5,1])\n",
    "ylabel('VAC (Normalized)')\n",
    "xlabel('Correlation Time (ps)')\n",
    "title('(c)')\n",
    "\n",
    "subplot(2,2,4)\n",
    "set_fig_properties([gca()])\n",
    "plot(dos['nu'], dos['DOSxyz'], color='k',linewidth=3)\n",
    "xlim([0, 60])\n",
    "gca().set_xticks(range(0,61,20))\n",
    "ylim([0, 2500])\n",
    "gca().set_yticks(np.arange(0,2501,500))\n",
    "ylabel('PDOS (1/THz)')\n",
    "xlabel(r'$\\nu$ (THz)')\n",
    "title('(d)')\n",
    "\n",
    "tight_layout()\n",
    "show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**(a)** Normalized VAC for individual directions. **(b)** DOS for individual directions. **(c)** Total Normalized VAC. **(d)** Total DOS."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For 3D isotropic systems, the results along different directions are equivalent and can be averaged, but for 2D materials like graphene, it is natural to consider the in-plane part (the $x$ and $y$ directions in the simulation) and the out-of-plane part (the $z$ direction) separately. It can be seen that the two components behave very differently. We can see that the cutoff frequency for the out-of-plane component (about 40 THz) is smaller than that for the in-plane component (about 52 THz)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Plot Quantum-Corrected Heat Capacity\n",
    "\n",
    "In classical MD simulations, the heat capacity per atom is almost $k_{\\rm B}$ even at temperatures that are much lower than the Debye temperature. With the DOS available, one can obtaine the following quantum heat capacity per atom in direction $\\alpha$:\n",
    "$$\n",
    "C_{\\alpha}(T) = \\int_0^{\\infty} \\frac{d\\omega}{2\\pi} \\rho_{\\alpha}(\\omega) \\frac{x^2 \\exp(x)}{(\\exp(x)-1)^2},\n",
    "$$\n",
    "where \n",
    "$$\n",
    "x=\\frac{\\hbar\\omega}{k_{\\rm B} T}\n",
    "$$\n",
    "and $\\rho_{\\alpha}(\\omega)$ is the density of states in direction $\\alpha$ normalized to 1:\n",
    "$$\n",
    "\\int_0^{\\infty} \\frac{d\\omega}{2\\pi} \\rho_{\\alpha}(\\omega) = 1.\n",
    "$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "temperatures = np.arange(100,5001,100)  # [K]\n",
    "num_atoms = len(gnr)\n",
    "Cx, Cy, Cz = list(), list(), list()  # [k_B/atom] Heat capacity per atom\n",
    "hnu = 6.63e-34*dos['nu']*1.e12  # [J]\n",
    "\n",
    "for temperature in temperatures:\n",
    "    kBT = 1.38e-23*temperature  # [J]\n",
    "    x = hnu/kBT\n",
    "    expr = np.square(x)*np.exp(x)/(np.square(np.expm1(x)))\n",
    "    Cx.append(np.trapz(dos['DOSx']*expr, dos['nu'])/num_atoms)\n",
    "    Cy.append(np.trapz(dos['DOSy']*expr, dos['nu'])/num_atoms)\n",
    "    Cz.append(np.trapz(dos['DOSz']*expr, dos['nu'])/num_atoms)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "figure(figsize=(8,6))\n",
    "set_fig_properties([gca()])\n",
    "mew, ms, mfc, lw = 1, 8, 'none', 2.5\n",
    "plot(temperatures, Cx, lw=lw,marker='d',mfc=mfc,ms=ms,mew=mew)\n",
    "plot(temperatures, Cy, lw=lw,marker='s',mfc=mfc,ms=ms,mew=mew)\n",
    "plot(temperatures, Cz, lw=lw,marker='o',mfc=mfc,ms=ms,mew=mew)\n",
    "xlim([0,5100])\n",
    "gca().set_xticks(range(0,5001,1000))\n",
    "ylim([0, 1.1])\n",
    "gca().set_yticks(np.linspace(0,1,6))\n",
    "ylabel(r'Heat Capacity (k$_B$/atom)')\n",
    "xlabel('Temperature (K)')\n",
    "legend(['x','y','z'])\n",
    "\n",
    "tight_layout()\n",
    "show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Quantum heat capacity per atom as a function of temperature."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The above figure shows the calculated per-atom quantum heat capacity in different directions.\n",
    "\n",
    "Again, the in-plane ($x$ and $y$ directions) and out-of-plane ($z$ direction) phonons behave differently.\n",
    "\n",
    "For every direction, the quantum heat capacity increases from 0 to $k_{\\rm B}$ with increasing temperature.\n",
    "\n",
    "One can also calculate the Debye temperature as a function of temperature $\\Theta(T)$, but we leave it to the reader."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## References\n",
    "- Dickey (1969): J. M. Dickey and A. Paskin, [Computer Simulation of the Lattice Dynamics of Solids](https://doi.org/10.1103/PhysRev.188.1407), Phys. Rev. **188**, 1407 (1969).\n",
    "- Lindsay (2010): L. Lindsay and D.A. Broido, [Optimized Tersoff and Brenner emperical potential parameters for lattice dynamics and phonon thermal transport in carbon nanotubes and graphene](https://doi.org/10.1103/PhysRevB.39.5566), Phys. Rev. B, **81**, 205441 (2010).\n",
    "- Tersoff (1989): J. Tersoff, [Modeling solid-state chemistry: Interatomic potentials for multicomponent systems](https://doi.org/10.1103/PhysRevB.39.5566), Phys. Rev. B **39**, 5566(R) (1989)."
   ]
  }
 ],
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   "language": "python",
   "name": "python3"
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    "name": "ipython",
    "version": 3
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